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Approximate Bayesian Inference
| Approximate Bayesian Inference |
| Autore | Alquier Pierre |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (508 p.) |
| Soggetto topico |
Research & information: general
Mathematics & science |
| Soggetto non controllato |
bifurcation
dynamical systems Edward–Sokal coupling mean-field Kullback–Leibler divergence variational inference Bayesian statistics machine learning variational approximations PAC-Bayes expectation-propagation Markov chain Monte Carlo Langevin Monte Carlo sequential Monte Carlo Laplace approximations approximate Bayesian computation Gibbs posterior MCMC stochastic gradients neural networks Approximate Bayesian Computation differential evolution Markov kernels discrete state space ergodicity Markov chain probably approximately correct variational Bayes Bayesian inference Markov Chain Monte Carlo Sequential Monte Carlo Riemann Manifold Hamiltonian Monte Carlo integrated nested laplace approximation fixed-form variational Bayes stochastic volatility network modeling network variability Stiefel manifold MCMC-SAEM data imputation Bethe free energy factor graphs message passing variational free energy variational message passing approximate Bayesian computation (ABC) differential privacy (DP) sparse vector technique (SVT) Gaussian particle flow variable flow Langevin dynamics Hamilton Monte Carlo non-reversible dynamics control variates thinning meta-learning hyperparameters priors online learning online optimization gradient descent statistical learning theory PAC–Bayes theory deep learning generalisation bounds Bayesian sampling Monte Carlo integration PAC-Bayes theory no free lunch theorems sequential learning principal curves data streams regret bounds greedy algorithm sleeping experts entropy robustness statistical mechanics complex systems |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576874903321 |
Alquier Pierre
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Mathematical Finance with Applications
| Mathematical Finance with Applications |
| Autore | Wong Wing-Keung |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (232 p.) |
| Soggetto topico | Coins, banknotes, medals, seals (numismatics) |
| Soggetto non controllato |
cluster analysis
equity index networks machine learning copulas dependence structures quotient of random variables density functions distribution functions multi-factor model risk factors OLS and ridge regression model python chi-square test quantile VaR quadrangle CVaR conditional value-at-risk expected shortfall ES superquantile deviation risk error regret minimization CVaR estimation regression linear regression linear programming portfolio safeguard PSG equity option pricing factor models stochastic volatility jumps mathematics probability statistics finance applications investment home bias (IHB) bivariate first-degree stochastic dominance (BFSD) keeping up with the Joneses (KUJ) correlation loving (CL) return spillover volatility spillover optimal weights hedge ratios US financial crisis Chinese stock market crash stock price prediction auto-regressive integrated moving average artificial neural network stochastic process-geometric Brownian motion financial models firm performance causality tests leverage long-term debt capital structure shock spillover |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557703703321 |
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Wong Wing-Keung
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Risk Measures with Applications in Finance and Economics
| Risk Measures with Applications in Finance and Economics |
| Autore | Wong Wing-Keung |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (536 p.) |
| Soggetto non controllato |
risk assessment
VIX business groups SHARE asymptotic approximation European stock markets whole life insurance dynamic hedging risk-neutral distribution cooperative banks Data Envelopment Analysis (DEA) group-affiliated early warning system factor models smoothing process GMC falsified products S&P 500 index options credit derivatives corporate sustainability term life insurance risk management crude oil financial stability social efficiency dynamic conditional correlation emerging market out-of-sample forecast financial crisis binomial tree news release green energy perceived usefulness Bayesian approach two-level optimization probability of default bank risk SYMBOL information asymmetry CoVaR probabilistic cash flow japonica rice production bank profitability Monte Carlo Simulations gain-loss ratio coherent risk measures Mezzanine Financing national health system option value conscientiousness online purchase intention Slovak enterprises spot and futures prices liquidity premium institutional voids utility random forests bankruptcy optimizing financial model sustainable food security system dynamic panel co-dependence modelling financial performance time-varying correlations Project Financing future health risk generalized autoregressive score functions volatility spillovers financial risks simulations life insurance emotion finance risk markov regime switching diversification production frontier function Granger causality health risk risks mitigation returns and volatility sadness low-income country the sudden stop of capital inflow bank failure China’s food policy objective health status IPO underpricing polarity climate change stock return volatility sentiment analysis empirical process full BEKK stochastic frontier model perceived ease of use volatility transmission openness to experience sustainability low carbon targets quasi likelihood ratio (QLR) test banking regulation sustainable development specification testing fossil fuels time-varying copula function tree structures monthly CPI data coal cartel regular vine copulas sustainability of economic recovery ANN EGARCH-m financial security leniency program financial hazard map uncertainty termination causal path stakeholder theory technological progress banking investment horizon regression model two-level CES function joy the optimal scale of foreign exchange reserve carbon emissions stochastic volatility B-splines self-perceived health sovereign credit default swap (SCDS) RV5MIN utility maximization credit risk policy simulation socially responsible investment portfolio selection scientific verification European banking system risk-free rate wild bootstrap medication investment profitability Amihud’s illiquidity ratio multivariate regime-switching inflation forecast risk aversion market timing need hierarchy theory variance diagonal BEKK conjugate prior risk moving averages financial risk risk measures |
| ISBN | 3-03897-444-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346660703321 |
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Wong Wing-Keung
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Risks : Feature Papers 2020
| Risks : Feature Papers 2020 |
| Autore | Steffensen Mogens |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (170 p.) |
| Soggetto topico | Medicine |
| Soggetto non controllato |
medical services’ consumption
lifestyle factors insurance plan structural equation model stock–bond correlation VIX economic policy uncertainty monetary policy uncertainty fiscal policy uncertainty agricultural commodity futures price discovery market reflexivity Hawkes process poisson autoregressive models contagion predictive monitoring information-based asset pricing Lévy processes gamma processes variance gamma processes Brownian bridges gamma bridges nonlinear filtering house price prediction real estate machine learning random forest Lévy process subordination option pricing risk sensitivity stochastic volatility Greeks time-change time series volatility probability-integral transform ARMA model copula |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Risks |
| Record Nr. | UNINA-9910557488303321 |
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Steffensen Mogens
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Yield curve modeling and forecasting [[electronic resource] ] : the dynamic Nelson-Siegel approach / / Francis X. Diebold and Glenn D. Rudebusch
| Yield curve modeling and forecasting [[electronic resource] ] : the dynamic Nelson-Siegel approach / / Francis X. Diebold and Glenn D. Rudebusch |
| Autore | Diebold Francis X. <1959-> |
| Edizione | [Course Book] |
| Pubbl/distr/stampa | Princeton, : Princeton University Press, c2013 |
| Descrizione fisica | 1 online resource (225 p.) |
| Disciplina | 332.63/2042 |
| Altri autori (Persone) | RudebuschGlenn D. <1959-> |
| Collana | The Econometric and Tinbergen Institutes lectures |
| Soggetto topico | Bonds - Mathematical models |
| Soggetto non controllato |
AFNS
Bayesian analysis DNS NelsonГiegel curve fitting RudebuschЗu model affine arbitrage-free models arbitrage-free NelsonГiegel models arbitrage-free dynamic NelsonГiegel arbitrage-free models credit spreads dynamic NelsonГiegel model dynamic NelsonГiegel modeling dynamic yield curve forecasting dynamic yield curve modeling factor loadings forecasting macro-finance yield curve modeling multicountry modeling risk management stateгpace structure stochastic volatility yield curve fitting yield curve models yield curve |
| ISBN |
1-299-05121-9
1-4008-4541-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front matter -- Contents -- Illustrations -- Introduction -- Preface -- Additional Acknowledgment -- 1. Facts, Factors, and Questions -- 2. Dynamic Nelson-Siegel -- 3. Arbitrage-Free Nelson-Siegel -- 4. Extensions -- 5. Macro-Finance -- 6. Epilogue -- Appendixes -- Appendix A: Two-Factor AFNS Calculations -- Appendix B: Details of AFNS Restrictions -- Appendix C: The AFGNS Yield-Adjustment Term -- Bibliography -- Index |
| Record Nr. | UNINA-9910786024703321 |
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Diebold Francis X. <1959->
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| Princeton, : Princeton University Press, c2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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